FreeDailyPro Business Documents
Server Details
26 stateless business document tools for AI agents: pay stubs, proposals, cover letters, NDAs, receipts, invoice totals and bank statement to CSV. Nothing is stored.
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
TDQS
Scored across 26 tools
Most tools target distinct document types or calculators, but several overlaps exist: contract_pack vs. individual contract drafts (NDA, lease, POA, bill of sale, promissory note), and profit_margin vs. product_margin vs. break_even vs. marketplace_fee. The generic 'client and server side from freedailypro' descriptions do little to clarify boundaries when a user needs to choose between similar-sounding tools.
Every tool follows the same business_ prefix and snake_case convention. Minor suffix variations (_draft, _to_csv, no suffix) are predictable and do not break the overall pattern.
With 26 tools, this is a bloated surface for a document/calculator suite. Many tools are narrow one-off generators, and the count exceeds the typical well-scoped range, making discovery and selection harder for an agent.
The suite covers many common business documents and calculations, but notable gaps remain: no invoice maker (only invoice_totals), no document management/list/retrieval, and limited lifecycle support. It is broad but fragmented rather than a complete business-document workflow.
Available Tools
26 toolsbusiness_bank_statement_to_csvDRead-onlyIdempotentInspect
Bank statement to CSV client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| text | Yes | ||
| year | No | ||
| dateOrder | No | ||
| flipSigns | No | ||
| numberFormat | No |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint, idempotentHint and destructiveHint=false, so safety is covered structurally. The description adds nothing beyond that: no mention of the 2,000,000-character text limit, parsing behavior, ambiguity handling, or what the produced CSV contains.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is short, but brevity here is under-specification rather than economy; the one clause present is vendor branding that consumes space without informing the agent.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
A five-parameter conversion tool with zero schema coverage and no output schema needs the description to explain input format, the meaning of the parsing options, and the shape of the returned CSV. None of that is present.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0% across five parameters (text, year, dateOrder, flipSigns, numberFormat), and the description explains none of them. An agent must infer that 'text' is the raw statement body, that 'flipSigns' inverts debit/credit signs, and that the enums control date and number parsing.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The phrase 'Bank statement to CSV' restates the tool name rather than stating a verb and scope, so an agent gets only an implied conversion. Trailing vendor text ('from freedailypro') adds no distinguishing information against siblings such as text_csv.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no statement of when to use this tool, what input it expects (raw statement text?), or how it differs from the sibling text_csv. The only contextual phrase, 'client and server side', does not tell an agent when to select it.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_bill_of_sale_draftDRead-onlyIdempotentInspect
Bill of sale draft client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| date | Yes | ||
| item | Yes | ||
| buyer | Yes | ||
| price | Yes | ||
| seller | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false and openWorldHint=false, so the safety profile is covered. The description adds nothing beyond that — it does not say what is produced (a document string? a file?), whether seller/buyer sides generate separate outputs, or what 'client and server side' means. No contradiction, but no value added either.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The single sentence is short, but its brevity is under-specification rather than efficiency; the second half is opaque filler rather than useful front-loaded information.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a five-required-parameter document generator with no output schema and no annotation-level explanation of the return value, this description is far too thin. An agent cannot determine input formats or what it will receive back.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
All five parameters (seller, buyer, item, price, date) are required and schema description coverage is 0%, so the description carries the full burden of explaining them — and it explains none. Format expectations (e.g., is price a number or a currency string? what date format?) are left completely unspecified.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description essentially restates the tool name ('Bill of sale draft') without a verb such as 'generate' or 'create', and the trailing phrase 'client and server side from freedailypro' is vendor noise that adds no discernible meaning. An agent can guess the resource is a bill-of-sale document but cannot tell what the tool actually does with it or how it differs from siblings like business_contract_pack or business_lease_draft.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no when-to-use guidance, no prerequisites, and no mention of any alternative tool. With many adjacent business document drafts in the sibling list, the complete absence of routing information leaves selection entirely to guesswork.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_blind_cvDRead-onlyIdempotentInspect
Blind CV redactor client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| text | Yes | ||
| names | No | ||
| custom | No | ||
| labels | No | ||
| removeBirth | No | ||
| removeEmail | No | ||
| removeLinks | No | ||
| removePhone | No | ||
| removeYears | No | ||
| removeGender | No | ||
| removeAddress | No | ||
| removePersonal | No |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is covered. The description adds nothing beyond them: it does not say what categories of data are redacted by default, what the response contains (masked text? labels? offsets?), or how the boolean flags alter behavior. With annotations doing the structured work, this is a clear miss on added value.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is short, but that brevity is under-specification rather than efficiency. The one clause that exists ('client and server side from freedailypro') is opaque vendor framing rather than useful front-loaded information.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a tool with 12 parameters, no schema descriptions, and no output schema, the description should carry substantial weight about input formats and return shape. It provides essentially none, leaving the agent unable to predict what the redacted output looks like or how options combine.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0% across 12 parameters, and the description supplies no parameter meaning at all. Names like 'labels', 'removeYears', 'custom', and 'names' are ambiguous (does 'labels' add redaction labels or strip them? are 'names' explicit names to redact or a mode flag?), so the description fails the burden that the undocumented schema places on it.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The phrase 'Blind CV redactor client and server side from freedailypro' restates the tool name and adds an unexplained vendor/implementation aside ('client and server side from freedailypro'). It never states a clear verb+resource in plain terms (e.g., 'redacts personal information from a CV/resume'), so an agent must infer the purpose from the name alone.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this tool, when not to, or how it differs from plausible alternatives in the sibling list such as pdf_redact or the business_resume/cover-letter tools. Nothing routes the agent here versus elsewhere.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_break_evenCRead-onlyIdempotentInspect
Break even calculator client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| price | Yes | ||
| fixedCosts | Yes | ||
| variableCost | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is fully covered externally. The description adds nothing beyond that: no formula used, no rounding behavior, no indication of what the returned value represents. "Client and server side" is opaque rather than informative.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is a single short, front-loaded sentence, so it is not bloated. But the brevity comes from omission plus filler branding ("freedailypro"), not from efficient information density.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a three-parameter financial calculator with no output schema and no parameter documentation, the description should at minimum state the formula assumptions and what the result means. Neither is present, leaving the agent unable to call it confidently without guessing at input units.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0%, so the description carries the full burden of explaining the three required inputs, and it explains none of them. The critical ambiguity — whether variableCost is per unit or total, and over what period fixedCosts apply — is left entirely unresolved.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
"Break even calculator" names a recognizable calculation and distinguishes it reasonably from siblings such as business_profit_margin or business_product_margin. However, the trailing phrase "client and server side from freedailypro" is vendor noise that adds no task-relevant meaning, and the description never says what the break-even output actually is (units, revenue, or both).
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no statement of when to use this tool versus the many adjacent margin/profit calculators in the sibling list, and no prerequisite or input-assumption guidance. The agent must infer everything from the name alone.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_contract_packCRead-onlyIdempotentInspect
Contract templates client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| type | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
The annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is covered. The description adds almost nothing beyond this—it does not say whether templates are returned as text, links, or files, nor what the output looks like.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single short sentence with no bloat, which is structurally concise. However, the phrase 'client and server side' is confusing rather than clarifying, and 'from freedailypro' is not front-loaded with actionable meaning.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a read-only template-pack tool with one enum parameter and no output schema, the description should at least state that it returns a contract template for the selected type. Instead it leaves the return format, template source, and parameter behavior unexplained, though the annotations do cover safety.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0%, and the description does not explain the single 'type' parameter or map its enum values (services, nda, employment, sale) to output behavior. The schema lists allowed values but the description compensates for none of the missing semantic detail.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description restates the tool name with 'Contract templates' but never states the action (generate, retrieve, or list) or what the tool actually returns. 'Client and server side from freedailypro' is cryptic and does not distinguish this tool from siblings like business_nda_draft or business_offer_letter_draft.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this tool versus the many contract-related siblings such as business_nda_draft, business_offer_letter_draft, or business_lease_draft. The only contextual phrase, 'from freedailypro,' does not help an agent choose between alternatives.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_cover_letterDRead-onlyIdempotentInspect
Cover letter maker client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| why | No | ||
| date | Yes | ||
| name | Yes | ||
| role | Yes | ||
| found | No | ||
| years | No | ||
| company | Yes | ||
| contact | Yes | Contact lines, one per line | |
| manager | No | ||
| achievements | Yes | Best results for this job, one per line |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so safety is covered. The description adds nothing behavioral — 'client and server side' gives no clue whether output is rendered text, a file, or a template, and no note on whether generated letters are persisted.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is a single short sentence, which is size-appropriate, but the latter half ('client and server side from freedailypro') is pure waste that consumes the space where real usage detail should go. Brevity here reflects under-specification rather than discipline.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
A 10-parameter document generator with 6 required fields, no output schema, and only 20% schema coverage needs the description to explain the optional sections and the expected return. The one-sentence description leaves the agent unable to fill the form correctly.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
With 10 parameters and only 20% schema description coverage, the description is the only remaining channel — and it mentions zero parameters. Optional fields like why, found, years, and manager are left completely undefined, including whether they are optional narrative sections or free-form keywords.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The phrase 'Cover letter maker' restates the tool name (business_cover_letter) without a clear verb+resource framing, and 'client and server side from freedailypro' is unexplained vendor jargon that does not distinguish this tool from siblings like business_offer_letter_draft or business_application drafts.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance at all about when to use this versus business_blind_cv, business_resume_outline, business_offer_letter_draft, or any other document-drafting sibling. The agent must infer everything from the name alone.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_eviction_notice_draftCRead-onlyIdempotentInspect
Eviction notice draft client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| date | Yes | ||
| days | Yes | ||
| tenant | Yes | ||
| address | Yes | ||
| landlord | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already state readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false. The description adds almost nothing beyond that: 'client and server side' is vague and does not explain whether output is a draft document, a URL, legal text, or a storage action. No contradiction is present, but it barely adds behavioral context beyond annotations.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is very short, but it is under-specified rather than concise. It is front-loaded with a recognizable resource phrase but wastes words on 'client and server side from freedailypro' without adding actionable information.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a tool with 5 required string/number parameters, no output schema, and no parameter descriptions, the description is critically incomplete. It does not explain the expected input formats, the generated output, legal usage caveats, or how the required fields are used.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
All 5 parameters are required and have 0% schema description coverage. The description says nothing about what landlord, tenant, address, date, or days mean, their formats, or how 'days' affects the notice period. With the schema providing no descriptions, the description completely fails to compensate.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The phrase 'Eviction notice draft' identifies the resource the tool produces, so an agent can roughly infer its purpose. However, there is no clear verb such as 'generate' or 'create', and 'client and server side from freedailypro' is confusing rather than clarifying. It does not distinguish this tool from siblings like business_lease_draft or business_nda_draft.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description gives no indication of when to use this tool, when not to use it, or which siblings are alternatives. An agent is left to guess based only on the tool name and cannot tell whether this is for drafting, reviewing, or serving an eviction notice.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_expensesCRead-onlyIdempotentInspect
Expense tracker client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| items | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false and openWorldHint=false, so the safety profile is covered. The description adds nothing beyond a vendor attribution — no statement of whether it computes, stores, or merely parses expenses, and no return-format hint despite there being no output schema.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is a single short phrase with no padding, so nothing is wasted — but that is under-specification rather than concise communication. The only substantive content is a vendor name.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
An agent gets a required array-of-objects input, no output schema, and no explanation of what results to expect or how they are shaped. For a data-processing tool with 0% parameter documentation, the description should carry far more weight than one marketing fragment.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0% and the single required parameter 'items' is a nested array of {category, amount} objects. The description never mentions items, categories, amounts, expected units/currency, or whether duplicates or empty arrays are handled, so it fails to compensate for the coverage gap.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The phrase 'Expense tracker client and server side from freedailypro' restates the title and adds a vendor tag, but never says what the tool actually does with the input (summarize? categorize? store?). No verb+resource pair, and nothing distinguishes it from siblings like business_receipt, business_invoice_totals, or planning_monthly_budget.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this tool or which sibling to prefer for related expense math. The 'client and server side' wording is ambiguous deployment jargon that gives the agent no selection criteria.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_government_formsCRead-onlyIdempotentInspect
Government forms hub client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| region | No |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnly=true, idempotent=true, openWorld=false, destructive=false, so the safety profile is covered. The description adds nothing beyond that — it never says what "hub client and server side" means, whether it returns form templates, URLs, metadata, or what a region change affects.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is a single short sentence with no padding, but the brevity comes from under-specification rather than tight writing — the one sentence carries no operational content an agent can act on.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema and an undocumented optional parameter, the description was the only place to explain what the tool returns and how region affects results; it explains neither. Annotations cover safety but not behavior, leaving the definition close to unusable for correct invocation.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 0% and the single `region` parameter is never mentioned in the description, so the agent gets no explanation of what the enum values (US/IN/UK/other) select or what happens when region is omitted (it is optional). The description fails to compensate for the coverage gap.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
"Government forms hub client and server side from freedailypro" restates the tool name plus a vendor tag, with no verb saying what the tool actually does (fetch? generate? list? render?). It does not distinguish this from the many business_*_draft siblings that also produce government/business paperwork, so an agent cannot tell what resource it gets back.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no when-to-use, when-not-to-use, or alternative-tool guidance anywhere in the description, despite dozens of adjacent business and pdf_* form tools. "Client and server side" is not actionable selection criteria.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_invention_disclosureDRead-onlyIdempotentInspect
Invention disclosure worksheet client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| date | No | ||
| title | Yes | ||
| problem | Yes | ||
| inventor | Yes | ||
| solution | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint, idempotentHint, non-destructive, and closed-world, so the safety profile is covered. The description adds nothing beyond that — it does not say whether a document is produced, what format is returned, or what the date field does, and 'client and server side' is unexplained jargon.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is short, but the brevity reflects under-specification rather than efficiency. The one substantive sentence is a fragment with no verb, and the vendor attribution consumes a meaningful share of the text.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
A 4-required-parameter tool with 0% schema descriptions, no output schema, and a fragmentary description leaves the agent without enough information to call it correctly or interpret the result.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0% across 5 parameters, and the description supplies no parameter meaning whatsoever. The agent must guess at the semantics of 'problem' vs 'solution' content, how inventor should be formatted, and whether 'date' is disclosure date or filing date.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The text names a resource ('invention disclosure worksheet') but supplies no verb — it is unclear whether the tool generates, fills, renders, or retrieves it. The trailing clause 'client and server side from freedailypro' is vendor noise that does not distinguish this from siblings like business_nda_draft or business_proposal.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no when-to-use guidance, no exclusion of alternatives, and no mention of prerequisites. The many business_* document-drafting siblings make routing ambiguous, and nothing here tells the agent which one to pick.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_invoice_totalsDRead-onlyIdempotentInspect
Invoice totals client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| lines | Yes | ||
| taxPct | No | ||
| discountPct | No |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare it as a safe, idempotent, closed-world read operation, so the description need not repeat safety details. However, it adds no behavioral context such as how tax and discount are applied, rounding behavior, or that the tool computes from line items rather than fetching stored invoices.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The single phrase is short but under-specified rather than efficiently concise. It front-loads an ambiguous qualifier ('client and server side') and a brand name instead of the core purpose or parameter meaning.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema and no description of return values, the agent is not told what totals are produced or in what form. Combined with fully undocumented parameters and an ambiguous purpose phrase, the definition is materially incomplete for a computational tool.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0%, so the description must compensate for all three parameters. It mentions nothing about the required 'lines' array (each with qty and unitPrice) or the optional 'taxPct' and 'discountPct', leaving an agent with no semantic guidance beyond the raw schema.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description repeats the tool name's resource ('Invoice totals') without a clear verb or explanation of what computing totals entails. 'Client and server side from freedailypro' is ambiguous branding/implementation detail and does not help an agent distinguish what the tool actually returns.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no statement of when to use this tool, when not to, or which sibling to prefer. The phrase 'client and server side' does not clarify usage context or prerequisites.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_lease_draftCRead-onlyIdempotentInspect
Lease agreement draft client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| end | Yes | ||
| rent | Yes | ||
| start | Yes | ||
| tenant | Yes | ||
| address | Yes | ||
| landlord | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds nothing beyond that — it doesn't say whether the output is returned text, a stored document, or a link, nor what 'client and server side' implies about behavior.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is short, but the brevity comes from under-specification rather than economy. The trailing 'client and server side from freedailypro' is noise that consumes the only sentence available for meaningful content.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a six-required-parameter generation tool with no output schema, the agent needs to know what comes back and any formatting expectations. The description supplies neither, leaving key call-shaping details undocumented.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0% across six required parameters, so the description carries the full burden — and it mentions none of them. The names (landlord, tenant, address, rent, start, end) are mostly self-explanatory, but nothing clarifies rent format, date format for start/end, or currency, which the description should have compensated for.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The phrase 'Lease agreement draft' identifies the resource and the act of drafting one, which does distinguish it from siblings like business_nda_draft or business_eviction_notice_draft. But the remainder, 'client and server side from freedailypro,' is vendor jargon that adds no meaning, and the description never states what the tool actually produces.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no indication of when to use this draft versus business_contract_pack or the other business_* draft tools, no prerequisites, and no exclusions. An agent would have to infer usage purely from the name.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_marketplace_feeCRead-onlyIdempotentInspect
Marketplace fee calculator client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| price | Yes | ||
| feePct | Yes | ||
| fixedFee | No |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint, idempotentHint, and destructiveHint=false, so the safety profile is covered without the description. The description adds nothing beyond that – no formula, no unit conventions, no output format – and 'client and server side' is meaningless to an agent.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is short and the purpose is front-loaded, but a meaningful share of the text ('client and server side from freedailypro') is wasted marketing noise rather than information that helps an invocation.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a simple three-parameter calculator the description is thin: with no output schema and no parameter documentation, the agent cannot know the rounding, currency handling, or the fee formula. Annotations cover safety, but the calculation semantics are left entirely unspecified.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0% and the description says nothing about price, feePct, or fixedFee. Critically, it never clarifies whether feePct is a percentage (e.g. 15) or a fraction (0.15) or how fixedFee combines with the percentage, which is exactly the ambiguity the description must resolve.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The phrase 'Marketplace fee calculator' does give a specific resource and operation, so the agent knows it computes a marketplace fee. However, 'client and server side from freedailypro' is opaque vendor filler that adds no meaning, and there is no differentiation from near siblings like business_product_margin or business_profit_margin.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Nothing states when to reach for this calculator versus business_product_margin, business_profit_margin, or percentage. The agent must infer usage from the name alone, with no prerequisites, exclusions, or alternatives named.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_nda_draftCRead-onlyIdempotentInspect
NDA draft client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| purpose | Yes | ||
| termYears | No | ||
| receivingParty | Yes | ||
| disclosingParty | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is externally supplied. The description adds no behavioral context beyond the vague phrase 'from freedailypro'—it does not state what the draft contains, whether parties are merged into a template, or how the result is returned.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single fragment rather than a structured, front-loaded explanation. 'from freedailypro' does not earn its place, and the core message is too under-specified to be useful.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a tool requiring three party/purpose parameters and an optional term, with no output schema, the description is far too incomplete to support correct invocation. It does not explain what kind of NDA document is produced or what 'client and server side' means in practice.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0%, with four parameters including required disclosingParty, receivingParty, and purpose plus optional termYears. The description provides no meaning for any parameter—it neither explains the party names, the purpose field, nor termYears—so it fails completely to compensate for the schema gap.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description names a specific resource (NDA draft) and a verb-like action (draft), but 'client and server side from freedailypro' is unclear and reads like source branding. It does not distinguish this from many sibling business draft tools such as business_contract_pack or business_poa_draft, leaving the agent to infer the actual output.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this tool versus the numerous other business document draft siblings. No prerequisites, exclusions, or alternative tools are mentioned.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_offer_letter_draftCRead-onlyIdempotentInspect
Employment offer letter draft client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| title | Yes | ||
| salary | Yes | ||
| company | Yes | ||
| candidate | Yes | ||
| startDate | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is covered structurally. The description adds nothing beyond that — it never says whether a document is persisted, whether the letter is returned as text, or what 'client and server side' implies operationally.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is short, but brevity here comes from under-specification rather than compression: a single fragment whose second half ('client and server side from freedailypro') conveys no actionable information and distracts from the front-loaded purpose.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With five required inputs, no output schema, and no nested structure, the description needs to explain the artifact produced and expected input formats; it does neither. An agent cannot tell whether the result is a rendered letter, a template, or a file reference.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
All five parameters are required with 0% schema description coverage, so the description carries the full burden and supplies nothing. Property names (candidate, company, title, salary, startDate) are mostly self-explanatory, but formats — currency convention for salary, date format for startDate, whether title is the job title — are left completely ambiguous.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The phrase 'Employment offer letter draft' does identify the resource and the generating action, which lets an agent separate it from contract, NDA, or lease draft siblings. But the trailing 'client and server side from freedailypro' is unexplained vendor/implementation noise that muddies rather than sharpens the purpose.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no statement of when to use this versus nearby siblings such as business_cover_letter, business_resume_outline, or business_contract_pack, and no prerequisites or exclusions are given. The agent must infer usage entirely from the name.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_pay_stubCRead-onlyIdempotentInspect
Pay stub generator client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| rate | Yes | Hourly rate, or the salary for this period | |
| bonus | No | ||
| hours | No | ||
| other | No | ||
| ssPct | No | ||
| fedPct | No | ||
| health | No | ||
| medPct | No | ||
| retire | No | ||
| payDate | Yes | ||
| payType | Yes | ||
| employee | Yes | ||
| employer | Yes | ||
| statePct | No | ||
| ytdGross | No | ||
| periodEnd | Yes | ||
| employeeId | No | ||
| periodStart | Yes | ||
| otMultiplier | No | ||
| overtimeHours | No | ||
| employerAddress | No |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false and a closed-world scope, so the safety profile is covered. The description adds nothing beyond that — no statement of what output is produced (a document? a file? a rendered stub?), whether any external service is called despite openWorldHint=false, or what happens with omitted optional fields.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is short, but brevity here is under-specification, not conciseness. The only sentence is spent partly on cryptic provenance text rather than front-loading what the tool produces.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a 21-parameter tool with 7 required fields and no output schema, the description supplies no information about the shape of the result, units or formats for the tax/percentage strings, or how required vs optional fields interact. It is wholly inadequate for the tool's complexity.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 5% — only 'rate' carries any documentation, and 20 of 21 parameters (bonus, hours, ssPct, fedPct, medPct, otMultiplier, ytdGross, employerAddress, etc.) have no description in either the schema or the tool description. The description does not compensate at all, leaving tax percentage fields and YTD semantics entirely ambiguous.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The phrase 'Pay stub generator' identifies a resource and an action, so an agent can roughly infer that a pay stub document is produced. However, 'client and server side from freedailypro' is unexplained vendor boilerplate that muddies rather than sharpens the purpose, and nothing distinguishes it from siblings like converters_paycheck or business_invoice_totals.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no statement of when to use this tool, no prerequisites, and no mention of alternatives. An agent facing 20+ 'business_*' and 'converters_*' financial tools gets no routing signal at all.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_poa_draftCRead-onlyIdempotentInspect
Power of attorney draft client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| agent | Yes | ||
| powers | Yes | ||
| principal | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already state readOnlyHint=true, idempotentHint=true and destructiveHint=false, so the safety profile is covered. The description adds nothing beyond that — it doesn't say what the output actually is (a text document, a filled template, a file reference) or whether the draft is persisted anywhere, despite 'draft' implying document generation.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is a single short fragment with no padding, so brevity is fine. But the sentence is not front-loaded with the actionable content — the only useful clause is the first three words, and the rest is vendor branding.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a three-parameter, mutation-adjacent document generator with no output schema and no parameter documentation, the description is far too thin. An agent cannot tell what format the draft returns, how the three inputs map into the document, or what happens on invalid inputs.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0% across three required parameters (principal, agent, powers), so the description must carry the burden and it does not mention any of them. The legal-domain names are somewhat self-explanatory, which is the only reason this is not a 1.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The phrase "Power of attorney draft" identifies the verb (draft) and resource (power of attorney) well enough to place it among siblings like business_nda_draft and business_lease_draft. However, the trailing "client and server side from freedailypro" is vendor/implementation noise that does not clarify what the tool produces, and nothing distinguishes it from the other *_draft document generators.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The description gives no indication of when to use this tool versus the many other draft generators in the sibling list. There are no exclusions, prerequisites, or alternative-selection guidance of any kind.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_product_marginCRead-onlyIdempotentInspect
Product margin calculator client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| cost | Yes | ||
| price | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false and openWorldHint=false, so the safety profile is covered. The description adds nothing beyond that, and "client and server side" is ambiguous rather than informative. It does not contradict the annotations, but it also does not disclose anything they don't already say.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is a single short sentence and front-loaded with the tool's subject, so it is not bloated. However, half of it ("client and server side from freedailypro") is noise that does not earn its place.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a simple two-parameter calculator with no output schema, the description should state what result comes back (margin percentage vs. absolute profit) and whether inputs are absolute or per-unit figures. Instead the agent has no idea what the return value represents or how to interpret it.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0%, so cost and price are documented nowhere. The description never mentions either parameter, its unit, or expected currency/magnitude, leaving the agent to guess what goes into the two required numbers.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
"Product margin calculator" essentially restates the tool name, and the trailing "client and server side from freedailypro" is vendor noise that adds no operational meaning. It never distinguishes this from the sibling business_profit_margin, which an agent could easily pick instead.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no indication of when to use this versus business_profit_margin, business_break_even, or business_marketplace_fee, nor any prerequisites or exclusions. The agent must infer the use case entirely from the name.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_profit_marginCRead-onlyIdempotentInspect
Profit margin calculator client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| cost | Yes | ||
| price | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is covered. The description adds no behavioral context beyond that, such as the margin formula, rounding behavior, expected output, or whether cost and price must be in the same currency.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is short and front-loaded with 'Profit margin calculator,' but the trailing 'client and server side from freedailypro' is vague and does not earn its place. It is concise but under-informative rather than efficiently complete.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a two-parameter financial calculator with no output schema and no parameter descriptions, the description should explain the calculation and return value. It does not do so, leaving the agent without enough context to know what margin is produced or how to interpret the result.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0%, so the description must compensate by explaining what cost and price represent. Instead, it only says this is a profit margin calculator, leaving ambiguity about whether cost is unit cost, total cost, or something else, and whether price is selling price or revenue.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description states a high-level purpose, 'Profit margin calculator,' which implies computing a margin from cost and price. However, it does not distinguish this tool from the sibling business_product_margin, and the phrase 'client and server side from freedailypro' adds vendor/source noise rather than clarifying scope.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this tool versus alternatives such as business_product_margin or business_break_even. The only contextual phrase, 'client and server side from freedailypro,' does not help an agent choose between related calculators.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_promissory_note_draftDRead-onlyIdempotentInspect
Promissory note draft client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| due | Yes | ||
| amount | Yes | ||
| lender | Yes | ||
| borrower | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is covered. The description adds no behavioral context such as what is generated, how the draft is returned, or any prerequisites; "client and server side from freedailypro" is not useful behavioral disclosure.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is short, but the single sentence is under-specified and includes the confusing phrase "client and server side from freedailypro," which does not earn its place. The useful information is not front-loaded beyond a restatement of the document type.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a tool with four required parameters, no parameter descriptions, and no output schema, the description is not complete enough to help an agent call it correctly. It provides no explanation of required fields, expected output, or generation behavior.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The schema has four required parameters (borrower, lender, amount, due) with 0% description coverage, and the tool description does not mention any of them. It completely fails to compensate for the undocumented schema.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description largely restates the tool name, saying only that it is a promissory note draft, with no verb or useful scope. The phrase "client and server side from freedailypro" is unexplained vendor boilerplate and does not clarify what the tool actually does.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this tool versus sibling document-draft tools such as business_nda_draft or business_lease_draft. It gives neither context nor exclusions.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_proposalDRead-onlyIdempotentInspect
Proposal builder client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| you | Yes | ||
| date | Yes | ||
| scope | Yes | Scope of work, one item per line | |
| terms | No | ||
| title | No | ||
| client | Yes | ||
| prices | Yes | Price lines with the amount at the end, for example Design: $1,200 | |
| summary | Yes | ||
| timeline | No | ||
| validDays | No | ||
| outOfScope | No | ||
| deliverables | No |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, openWorldHint=false, but the description adds nothing beyond them. The phrase 'client and server side from freedailypro' is opaque and does not clarify output format, whether a document is rendered or returned, or what happens to unspecified fields. It does not contradict the annotations, but it contributes no behavioral context.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is short, so it is not bloated, but the brevity comes from under-specification rather than efficiency. The one fragment that exists ('from freedailypro') is the least informative part of the sentence.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a 12-parameter document-generation tool with no output schema and near-zero schema coverage, the description supplies nothing an agent needs: not the output form, not field semantics, not usage context. It is wholly inadequate for the tool's complexity.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
With 12 parameters and only 17% schema description coverage, the description is the only place that could explain the required fields like 'summary', 'validDays', or the optional 'terms', 'timeline', 'deliverables', 'outOfScope'. It explains none of them, leaving most parameters undocumented in both structured and prose form.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description restates the tool name with no added specificity: 'Proposal builder' repeats 'business_proposal' and adds only the cryptic 'client and server side from freedailypro'. It never states what the tool actually does (generate a business proposal document from the supplied fields), so an agent cannot distinguish it confidently from siblings like business_contract_pack or business_offer_letter_draft.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this tool versus the many other business document tools (contract pack, NDA draft, offer letter, invoice totals, etc.). No prerequisites, no exclusions, no context of any kind.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_receiptDRead-onlyIdempotentInspect
Receipt maker client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| date | No | ||
| lines | Yes | ||
| taxPct | No | ||
| merchant | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered. The description adds nothing about what is produced (a formatted receipt? a URL? structured data?), what "client and server side" means operationally, or any limits — it is pure filler in a space where some output context would help.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is short, but the length comes from under-specification rather than economy; the only content-bearing token is "Receipt maker" and the rest is vendor attribution that earns no place. Not front-loaded with anything actionable.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema, four parameters at 0% description coverage, and a nested line-items array, the description should carry the burden of explaining inputs and the produced artifact. It explains neither, leaving an agent unable to call this correctly.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0% across four parameters (merchant, lines, date, taxPct), and the description names none of them. The nested lines structure (name/qty/unitPrice) and the required-ness of merchant and lines are entirely undocumented in prose, so the description fails to compensate for the coverage gap.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
"Receipt maker" only restates the tool name/title (Business Receipt) without stating a specific verb or output; the appended "client and server side from freedailypro" is vendor noise, not purpose. Nothing distinguishes it from siblings like business_invoice_totals, business_pay_stub, or business_bill_of_sale_draft.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance on when to use this tool, when not to, or which sibling to pick instead. An agent has no basis to choose business_receipt over business_invoice_totals or business_pay_stub.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_rental_applicationDRead-onlyIdempotentInspect
Rental application maker client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| fee | No | ||
| pets | No | ||
| rent | No | ||
| moveIn | No | ||
| deposit | No | ||
| landlord | Yes | ||
| property | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is covered by structured data. The description adds nothing behavioral — it doesn't say what the generated artifact looks like, whether it is a rendered document or a template, or what happens with omitted optional fields.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is short, but brevity here is under-specification rather than economy: the only substantive content is an unhelpful vendor attribution ('from freedailypro'). Nothing useful is front-loaded.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With 7 fully undocumented parameters, no output schema, and an unclear return artifact, the description should carry substantial weight but carries almost none. An agent can guess it makes a rental application but cannot confidently construct a call or predict the response.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0% across 7 parameters (property, landlord, fee, pets, rent, moveIn, deposit), and the description neither names nor explains any of them. Not even the enum on 'pets' or the minLength constraints are contextualized, so the description provides zero semantic lift over the bare schema.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The phrase 'Rental application maker' merely restates the tool name, and 'client and server side from freedailypro' is vendor/implementation noise rather than a statement of what the tool produces. An agent cannot tell whether it returns a filled application form, a blank template, or structured data, nor how it differs from siblings like business_lease_draft.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No when-to-use guidance, no prerequisites, and no mention of alternatives such as business_lease_draft or business_eviction_notice_draft that occupy adjacent document-generation territory. The agent must infer usage entirely from the name.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_resume_outlineCRead-onlyIdempotentInspect
Resume outline builder client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| name | Yes | ||
| title | Yes | ||
| skills | No | ||
| summary | No | ||
| experience | No |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the description should add context about what the tool produces or how it behaves. It adds no such information; 'client and server side from freedailypro' is unexplained and does not tell an agent what to expect.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is only one sentence and front-loads 'Resume outline builder,' which is good. However, the trailing phrase 'client and server side from freedailypro' is unexplained and does not earn its place.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
For a tool with five input parameters, nested experience objects, and no output schema, the description is far too thin to tell an agent how to call it or what it returns. The annotations cover safety traits, but the description leaves the functional contract almost entirely undocumented.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0% across five parameters, including a nested experience array, and the description says nothing about name, title, skills, summary, or experience. It does not compensate for the missing schema documentation in any way.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description mostly restates the tool name with 'Resume outline builder' and adds unexplained phrases like 'client and server side from freedailypro.' It never states a clear action such as generating or returning a structured resume outline, nor does it distinguish this from siblings like business_blind_cv or business_cover_letter.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this tool, when not to use it, or which sibling tools are alternatives. The phrase 'client and server side from freedailypro' does not clarify any usage context.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_shipping_estimateCRead-onlyIdempotentInspect
Shipping cost estimator client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| base | No | ||
| weightKg | Yes | ||
| ratePerKg | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so the safety profile is covered. The description adds nothing beyond that - no explanation of the calculation, units, rounding, or return shape - and the ambiguous 'client and server side' phrasing raises rather than resolves questions about execution behavior.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single short sentence, so it is not bloated, but the words it does spend on 'client and server side from freedailypro' are wasted. Nothing is front-loaded beyond the bare tool name restated.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema and zero parameter documentation, the description should explain the cost model and the meaning of 'base' at minimum. For a three-parameter calculator it leaves the agent unable to predict results or verify correct invocation.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0% across three parameters, so the description carries the full burden and fails to deliver. It never explains that weightKg is the shipment weight, ratePerKg the per-kilogram rate, or what 'base' represents (a flat base fee?), leaving the most ambiguous parameter entirely undefined.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The phrase 'Shipping cost estimator' gives a recognizable verb+resource, so the basic purpose is inferable and distinct from siblings like business_profit_margin or calculate_sales_tax. However, 'client and server side from freedailypro' is opaque marketing noise that adds no clarity, and the description never states the actual cost formula or what inputs drive the result.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no guidance on when to use this tool versus alternatives, no prerequisites, and no exclusions. The agent must guess whether this applies to carrier rates, flat-rate pricing, or something else entirely.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
business_startup_namesCRead-onlyIdempotentInspect
Startup name generator client and server side from freedailypro
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| seeds | Yes |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
Annotations already declare readOnlyHint=true, idempotentHint=true, openWorldHint=false and destructiveHint=false, so the safety profile is covered elsewhere. The description adds nothing beyond that — it doesn't explain that seeds drive generation, how many names come back, or how limit interacts with output size, which is the information an agent actually lacks.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
It is a single short sentence, so it is not bloated, but half of it ('client and server side from freedailypro') is vendor attribution that does not earn its place. The useful part is front-loaded but minimal.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
With no output schema and 0% parameter coverage, the description is the only place semantics could live, and it doesn't supply them. An agent knows roughly what the tool is for but not how to call it correctly or what it will return.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 0% and the description mentions no parameters at all. The required 'seeds' array of strings and the optional 'limit' number are completely undocumented, so an agent cannot tell what a seed is (a keyword? a theme? a word fragment?) or what limit counts.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The phrase 'Startup name generator' identifies a resource and an action, so an agent can roughly infer the tool produces startup name suggestions. However, 'client and server side from freedailypro' is attribution/implementation noise that adds no clarity, and nothing distinguishes it from the many other generator-style siblings such as generate_lorem or generate_slug.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
There is no statement of when to use this tool, when not to, or which sibling to prefer (e.g. business_resume_outline vs a generic name generator). The agent must infer usage entirely from the tool name.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
26 tool updates
- First observed
business_bank_statement_to_csv - First observed
business_bill_of_sale_draft - First observed
business_blind_cv - First observed
business_break_even - First observed
business_contract_pack - First observed
business_cover_letter - First observed
business_eviction_notice_draft - First observed
business_expenses - First observed
business_government_forms - First observed
business_invention_disclosure - First observed
business_invoice_totals - First observed
business_lease_draft - First observed
business_marketplace_fee - First observed
business_nda_draft - First observed
business_offer_letter_draft - First observed
business_pay_stub - First observed
business_poa_draft - First observed
business_product_margin - First observed
business_profit_margin - First observed
business_promissory_note_draft - First observed
business_proposal - First observed
business_receipt - First observed
business_rental_application - First observed
business_resume_outline - First observed
business_shipping_estimate - First observed
business_startup_names
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